Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 1408 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 154.1 KiB |
| Average record size in memory | 112.1 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 1 |
CIITA is highly overall correlated with CD244 and 8 other fields | High correlation |
CD244 is highly overall correlated with CIITA and 8 other fields | High correlation |
SLC22A4 is highly overall correlated with CIITA and 7 other fields | High correlation |
NFKBIL1 is highly overall correlated with CIITA and 7 other fields | High correlation |
IL6 is highly overall correlated with CRP | High correlation |
CD86 is highly overall correlated with CIITA and 7 other fields | High correlation |
IRF8 is highly overall correlated with CIITA and 8 other fields | High correlation |
CRP is highly overall correlated with CIITA and 5 other fields | High correlation |
IL6ST is highly overall correlated with CIITA and 8 other fields | High correlation |
TLR1 is highly overall correlated with CIITA and 8 other fields | High correlation |
IL1B is highly overall correlated with CIITA and 7 other fields | High correlation |
SLC22A4 has 28 (2.0%) zeros | Zeros |
NFKBIL1 has 38 (2.7%) zeros | Zeros |
IL10 has 183 (13.0%) zeros | Zeros |
IL6 has 232 (16.5%) zeros | Zeros |
TNF has 246 (17.5%) zeros | Zeros |
CRP has 676 (48.0%) zeros | Zeros |
IL1B has 15 (1.1%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-22 07:15:48.381557 |
|---|---|
| Analysis finished | 2023-09-22 07:16:40.559085 |
| Duration | 52.18 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
CIITA
Real number (ℝ)
| Distinct | 1291 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 734.6374 |
| Minimum | 0 |
|---|---|
| Maximum | 16273 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.988569 |
| Q1 | 9.0012525 |
| median | 131.5 |
| Q3 | 966.25 |
| 95-th percentile | 2300.05 |
| Maximum | 16273 |
| Range | 16273 |
| Interquartile range (IQR) | 957.24875 |
Descriptive statistics
| Standard deviation | 1548.0874 |
|---|---|
| Coefficient of variation (CV) | 2.107281 |
| Kurtosis | 31.723037 |
| Mean | 734.6374 |
| Median Absolute Deviation (MAD) | 128.0317 |
| Skewness | 5.0515258 |
| Sum | 1034369.5 |
| Variance | 2396574.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 70 | 4 | 0.3% |
| 29 | 4 | 0.3% |
| 1088 | 4 | 0.3% |
| 968 | 4 | 0.3% |
| 48 | 3 | 0.2% |
| 1117 | 3 | 0.2% |
| 967 | 3 | 0.2% |
| 669 | 3 | 0.2% |
| 582 | 3 | 0.2% |
| 1043 | 3 | 0.2% |
| Other values (1281) | 1374 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 2 | 1 | |
| 2.2 | 1 | |
| 2.23527477 | 1 | |
| 2.240895301 | 1 | |
| 2.612962234 | 1 | |
| 2.633043877 | 1 | |
| 2.645358699 | 1 | |
| 2.646137493 | 1 | |
| 2.702497507 | 1 |
| Value | Count | Frequency (%) |
| 16273 | 1 | |
| 14274 | 1 | |
| 12790 | 1 | |
| 12219 | 1 | |
| 12185 | 1 | |
| 11729 | 1 | |
| 11489 | 1 | |
| 11393 | 1 | |
| 10977 | 1 | |
| 10610 | 1 |
CD244
Real number (ℝ)
| Distinct | 1085 |
|---|---|
| Distinct (%) | 77.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 159.11774 |
| Minimum | 0 |
|---|---|
| Maximum | 947 |
| Zeros | 9 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.7344173 |
| Q1 | 8.9219075 |
| median | 24 |
| Q3 | 310 |
| 95-th percentile | 501.3 |
| Maximum | 947 |
| Range | 947 |
| Interquartile range (IQR) | 301.07809 |
Descriptive statistics
| Standard deviation | 188.6678 |
|---|---|
| Coefficient of variation (CV) | 1.185712 |
| Kurtosis | 0.22692759 |
| Mean | 159.11774 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 1.0220554 |
| Sum | 224037.77 |
| Variance | 35595.539 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 9 | 0.6% |
| 0 | 9 | 0.6% |
| 317 | 7 | 0.5% |
| 286 | 6 | 0.4% |
| 3 | 6 | 0.4% |
| 338 | 5 | 0.4% |
| 4 | 5 | 0.4% |
| 310 | 5 | 0.4% |
| 407 | 5 | 0.4% |
| 5 | 4 | 0.3% |
| Other values (1075) | 1347 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 0.6 | 1 | 0.1% |
| 0.9 | 1 | 0.1% |
| 1 | 4 | |
| 2 | 9 | |
| 2.4 | 1 | 0.1% |
| 2.861615128 | 1 | 0.1% |
| 2.939046488 | 1 | 0.1% |
| 2.959509632 | 1 | 0.1% |
| 3 | 6 |
| Value | Count | Frequency (%) |
| 947 | 1 | |
| 921 | 1 | |
| 858 | 1 | |
| 831 | 1 | |
| 816 | 1 | |
| 792 | 1 | |
| 784 | 1 | |
| 755 | 1 | |
| 752 | 1 | |
| 746 | 1 |
SLC22A4
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 951 |
|---|---|
| Distinct (%) | 67.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.06235 |
| Minimum | 0 |
|---|---|
| Maximum | 1101.993 |
| Zeros | 28 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8.6711825 |
| median | 10 |
| Q3 | 150.25 |
| 95-th percentile | 316.88859 |
| Maximum | 1101.993 |
| Range | 1101.993 |
| Interquartile range (IQR) | 141.57882 |
Descriptive statistics
| Standard deviation | 116.11026 |
|---|---|
| Coefficient of variation (CV) | 1.3650018 |
| Kurtosis | 6.3696431 |
| Mean | 85.06235 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.9899864 |
| Sum | 119767.79 |
| Variance | 13481.592 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 28 | 2.0% |
| 2 | 21 | 1.5% |
| 5 | 12 | 0.9% |
| 1 | 12 | 0.9% |
| 10 | 10 | 0.7% |
| 3 | 9 | 0.6% |
| 4 | 7 | 0.5% |
| 148 | 7 | 0.5% |
| 151 | 7 | 0.5% |
| 80 | 6 | 0.4% |
| Other values (941) | 1289 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 12 | |
| 1.3 | 2 | 0.1% |
| 1.481802615 | 1 | 0.1% |
| 1.5 | 2 | 0.1% |
| 1.599056188 | 1 | 0.1% |
| 1.6 | 1 | 0.1% |
| 1.724533783 | 1 | 0.1% |
| 1.833757158 | 1 | 0.1% |
| 1.840958922 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1101.993 | 1 | |
| 632 | 1 | |
| 630 | 1 | |
| 607 | 1 | |
| 601 | 1 | |
| 596 | 1 | |
| 584.5356 | 1 | |
| 579 | 1 | |
| 539.6863 | 1 | |
| 502.1353 | 1 |
NFKBIL1
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 855 |
|---|---|
| Distinct (%) | 60.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.201059 |
| Minimum | 0 |
|---|---|
| Maximum | 840 |
| Zeros | 38 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.2064644 |
| Q1 | 7.367265 |
| median | 8.525245 |
| Q3 | 77 |
| 95-th percentile | 256.85 |
| Maximum | 840 |
| Range | 840 |
| Interquartile range (IQR) | 69.632735 |
Descriptive statistics
| Standard deviation | 94.819096 |
|---|---|
| Coefficient of variation (CV) | 1.6291644 |
| Kurtosis | 13.021001 |
| Mean | 58.201059 |
| Median Absolute Deviation (MAD) | 8.525245 |
| Skewness | 3.2491362 |
| Sum | 81947.091 |
| Variance | 8990.661 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 38 | 2.7% |
| 3 | 12 | 0.9% |
| 66 | 12 | 0.9% |
| 75 | 11 | 0.8% |
| 67 | 11 | 0.8% |
| 58 | 11 | 0.8% |
| 27 | 10 | 0.7% |
| 88 | 10 | 0.7% |
| 2 | 9 | 0.6% |
| 71 | 9 | 0.6% |
| Other values (845) | 1275 |
| Value | Count | Frequency (%) |
| 0 | 38 | |
| 1 | 7 | 0.5% |
| 2 | 9 | 0.6% |
| 3 | 12 | 0.9% |
| 4 | 4 | 0.3% |
| 4.05885 | 1 | 0.1% |
| 4.480605293 | 1 | 0.1% |
| 4.490739387 | 1 | 0.1% |
| 4.520660333 | 1 | 0.1% |
| 4.534246651 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 840 | 1 | |
| 662 | 1 | |
| 655 | 1 | |
| 624 | 1 | |
| 562 | 1 | |
| 556 | 1 | |
| 550 | 1 | |
| 543 | 1 | |
| 528 | 1 | |
| 521 | 1 |
IL10
Real number (ℝ)
| Distinct | 751 |
|---|---|
| Distinct (%) | 53.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.775064 |
| Minimum | 0 |
|---|---|
| Maximum | 662 |
| Zeros | 183 |
| Zeros (%) | 13.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3.7159192 |
| 95-th percentile | 146 |
| Maximum | 662 |
| Range | 662 |
| Interquartile range (IQR) | 1.7159192 |
Descriptive statistics
| Standard deviation | 58.748648 |
|---|---|
| Coefficient of variation (CV) | 3.3051159 |
| Kurtosis | 36.653448 |
| Mean | 17.775064 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.3853573 |
| Sum | 25027.291 |
| Variance | 3451.4037 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 183 | 13.0% |
| 1 | 115 | 8.2% |
| 2 | 89 | 6.3% |
| 3 | 72 | 5.1% |
| 4 | 54 | 3.8% |
| 5 | 41 | 2.9% |
| 7 | 20 | 1.4% |
| 6 | 19 | 1.3% |
| 9 | 19 | 1.3% |
| 8 | 10 | 0.7% |
| Other values (741) | 786 |
| Value | Count | Frequency (%) |
| 0 | 183 | |
| 1 | 115 | |
| 1.2 | 2 | 0.1% |
| 1.664834272 | 1 | 0.1% |
| 1.756840734 | 1 | 0.1% |
| 1.845253836 | 1 | 0.1% |
| 1.876663054 | 1 | 0.1% |
| 1.904045683 | 1 | 0.1% |
| 1.914583999 | 1 | 0.1% |
| 1.918726793 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 662 | 1 | |
| 626 | 1 | |
| 556 | 1 | |
| 469 | 1 | |
| 418 | 2 | |
| 416 | 1 | |
| 392 | 1 | |
| 386 | 1 | |
| 363 | 1 | |
| 351 | 1 |
IL6
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 711 |
|---|---|
| Distinct (%) | 50.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.346915 |
| Minimum | 0 |
|---|---|
| Maximum | 1095 |
| Zeros | 232 |
| Zeros (%) | 16.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 4.2172335 |
| Q3 | 4.940115 |
| 95-th percentile | 47.3 |
| Maximum | 1095 |
| Range | 1095 |
| Interquartile range (IQR) | 3.940115 |
Descriptive statistics
| Standard deviation | 66.766382 |
|---|---|
| Coefficient of variation (CV) | 4.6537101 |
| Kurtosis | 141.10512 |
| Mean | 14.346915 |
| Median Absolute Deviation (MAD) | 1.6225494 |
| Skewness | 10.797588 |
| Sum | 20200.456 |
| Variance | 4457.7498 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 232 | 16.5% |
| 1 | 140 | 9.9% |
| 2 | 93 | 6.6% |
| 3 | 64 | 4.5% |
| 4 | 52 | 3.7% |
| 5 | 33 | 2.3% |
| 6 | 20 | 1.4% |
| 7 | 16 | 1.1% |
| 9 | 10 | 0.7% |
| 10 | 9 | 0.6% |
| Other values (701) | 739 |
| Value | Count | Frequency (%) |
| 0 | 232 | |
| 1 | 140 | |
| 2 | 93 | |
| 2.336136337 | 1 | 0.1% |
| 2.354850319 | 1 | 0.1% |
| 2.397573993 | 1 | 0.1% |
| 2.420337337 | 1 | 0.1% |
| 2.450539629 | 1 | 0.1% |
| 2.466728947 | 1 | 0.1% |
| 2.467053356 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1095 | 1 | |
| 991 | 1 | |
| 893 | 1 | |
| 879 | 1 | |
| 828 | 1 | |
| 474 | 1 | |
| 449 | 1 | |
| 334 | 2 | |
| 314 | 1 | |
| 282 | 1 |
TNF
Real number (ℝ)
| Distinct | 875 |
|---|---|
| Distinct (%) | 62.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.695409 |
| Minimum | 0 |
|---|---|
| Maximum | 1253 |
| Zeros | 246 |
| Zeros (%) | 17.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5.0066973 |
| median | 6.876295 |
| Q3 | 80 |
| 95-th percentile | 269.65 |
| Maximum | 1253 |
| Range | 1253 |
| Interquartile range (IQR) | 74.993303 |
Descriptive statistics
| Standard deviation | 110.65756 |
|---|---|
| Coefficient of variation (CV) | 1.9179612 |
| Kurtosis | 20.894946 |
| Mean | 57.695409 |
| Median Absolute Deviation (MAD) | 6.876295 |
| Skewness | 3.725991 |
| Sum | 81235.136 |
| Variance | 12245.095 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 246 | 17.5% |
| 3 | 12 | 0.9% |
| 66 | 9 | 0.6% |
| 2 | 8 | 0.6% |
| 1 | 8 | 0.6% |
| 92 | 7 | 0.5% |
| 65 | 7 | 0.5% |
| 91 | 7 | 0.5% |
| 77 | 6 | 0.4% |
| 107 | 6 | 0.4% |
| Other values (865) | 1092 |
| Value | Count | Frequency (%) |
| 0 | 246 | |
| 1 | 8 | 0.6% |
| 2 | 8 | 0.6% |
| 2.709910252 | 1 | 0.1% |
| 2.834179147 | 1 | 0.1% |
| 2.85086859 | 1 | 0.1% |
| 2.863840117 | 1 | 0.1% |
| 2.904160367 | 1 | 0.1% |
| 2.907594642 | 1 | 0.1% |
| 2.963621792 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1253 | 1 | |
| 911 | 1 | |
| 854 | 1 | |
| 823 | 1 | |
| 735 | 1 | |
| 734 | 1 | |
| 672.574 | 1 | |
| 607.3479 | 1 | |
| 582.0322 | 1 | |
| 556.3941 | 1 |
CD86
Real number (ℝ)
| Distinct | 1134 |
|---|---|
| Distinct (%) | 80.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 276.58538 |
| Minimum | 0 |
|---|---|
| Maximum | 4702 |
| Zeros | 13 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.7479537 |
| Q1 | 8.116865 |
| median | 16 |
| Q3 | 391.25 |
| 95-th percentile | 1018.8892 |
| Maximum | 4702 |
| Range | 4702 |
| Interquartile range (IQR) | 383.13313 |
Descriptive statistics
| Standard deviation | 492.9651 |
|---|---|
| Coefficient of variation (CV) | 1.7823253 |
| Kurtosis | 22.698272 |
| Mean | 276.58538 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 4.0472597 |
| Sum | 389432.21 |
| Variance | 243014.59 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 13 | 0.9% |
| 2 | 9 | 0.6% |
| 1 | 8 | 0.6% |
| 4 | 8 | 0.6% |
| 3 | 8 | 0.6% |
| 261 | 7 | 0.5% |
| 8 | 6 | 0.4% |
| 373 | 5 | 0.4% |
| 371 | 5 | 0.4% |
| 7 | 5 | 0.4% |
| Other values (1124) | 1334 |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 1 | 8 | |
| 1.1 | 1 | 0.1% |
| 2 | 9 | |
| 2.2 | 1 | 0.1% |
| 2.210320551 | 1 | 0.1% |
| 2.3 | 1 | 0.1% |
| 2.310190143 | 1 | 0.1% |
| 2.34985023 | 1 | 0.1% |
| 2.367257931 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 4702 | 1 | |
| 4273 | 1 | |
| 4173 | 1 | |
| 4006 | 1 | |
| 3710 | 1 | |
| 3551 | 1 | |
| 3519 | 1 | |
| 3347 | 1 | |
| 3180 | 1 | |
| 3169 | 1 |
IRF8
Real number (ℝ)
| Distinct | 1184 |
|---|---|
| Distinct (%) | 84.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 420.30073 |
| Minimum | 0 |
|---|---|
| Maximum | 7716 |
| Zeros | 7 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.3682697 |
| Q1 | 9.0822 |
| median | 49 |
| Q3 | 581 |
| 95-th percentile | 1450.15 |
| Maximum | 7716 |
| Range | 7716 |
| Interquartile range (IQR) | 571.9178 |
Descriptive statistics
| Standard deviation | 769.15479 |
|---|---|
| Coefficient of variation (CV) | 1.8300106 |
| Kurtosis | 23.742988 |
| Mean | 420.30073 |
| Median Absolute Deviation (MAD) | 47.8 |
| Skewness | 4.1920773 |
| Sum | 591783.42 |
| Variance | 591599.09 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7 | 0.5% |
| 3 | 5 | 0.4% |
| 9 | 5 | 0.4% |
| 6 | 5 | 0.4% |
| 459 | 4 | 0.3% |
| 405 | 4 | 0.3% |
| 390 | 4 | 0.3% |
| 2 | 4 | 0.3% |
| 5 | 4 | 0.3% |
| 595 | 4 | 0.3% |
| Other values (1174) | 1362 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 3 | |
| 1.2 | 2 | 0.1% |
| 2 | 4 | |
| 2.2 | 2 | 0.1% |
| 2.7 | 1 | 0.1% |
| 3 | 5 | |
| 3.474913665 | 1 | 0.1% |
| 3.6 | 1 | 0.1% |
| 3.649361146 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 7716 | 1 | |
| 6842 | 1 | |
| 6440 | 1 | |
| 5820 | 1 | |
| 5498 | 1 | |
| 5430 | 1 | |
| 5373 | 1 | |
| 5260 | 1 | |
| 5242 | 1 | |
| 4782 | 1 |
CRP
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 655 |
|---|---|
| Distinct (%) | 46.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5593974 |
| Minimum | 0 |
|---|---|
| Maximum | 208.349 |
| Zeros | 676 |
| Zeros (%) | 48.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4.6855717 |
| 95-th percentile | 5.0689353 |
| Maximum | 208.349 |
| Range | 208.349 |
| Interquartile range (IQR) | 4.6855717 |
Descriptive statistics
| Standard deviation | 22.271961 |
|---|---|
| Coefficient of variation (CV) | 4.0061826 |
| Kurtosis | 42.275741 |
| Mean | 5.5593974 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.4997085 |
| Sum | 7827.6315 |
| Variance | 496.04024 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 676 | |
| 1 | 32 | 2.3% |
| 2 | 20 | 1.4% |
| 3 | 13 | 0.9% |
| 4 | 8 | 0.6% |
| 5 | 7 | 0.5% |
| 4.65778 | 2 | 0.1% |
| 6 | 2 | 0.1% |
| 2.673603088 | 2 | 0.1% |
| 4.69688 | 1 | 0.1% |
| Other values (645) | 645 |
| Value | Count | Frequency (%) |
| 0 | 676 | |
| 1 | 32 | 2.3% |
| 1.74471 | 1 | 0.1% |
| 1.79956 | 1 | 0.1% |
| 1.82788 | 1 | 0.1% |
| 1.88307 | 1 | 0.1% |
| 1.88724 | 1 | 0.1% |
| 1.89073 | 1 | 0.1% |
| 1.91655 | 1 | 0.1% |
| 1.93559 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 208.349 | 1 | |
| 195.7681 | 1 | |
| 189.9426 | 1 | |
| 185.5627 | 1 | |
| 172.9744 | 1 | |
| 170.3398 | 1 | |
| 164.8793 | 1 | |
| 163.953 | 1 | |
| 163.4382 | 1 | |
| 161.2777 | 1 |
IL6ST
Real number (ℝ)
| Distinct | 1234 |
|---|---|
| Distinct (%) | 87.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 575.84543 |
| Minimum | 3 |
|---|---|
| Maximum | 13173 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 6.3953005 |
| Q1 | 7.6072075 |
| median | 125 |
| Q3 | 534.0832 |
| 95-th percentile | 3050.65 |
| Maximum | 13173 |
| Range | 13170 |
| Interquartile range (IQR) | 526.47599 |
Descriptive statistics
| Standard deviation | 1438.7611 |
|---|---|
| Coefficient of variation (CV) | 2.4985197 |
| Kurtosis | 21.79402 |
| Mean | 575.84543 |
| Median Absolute Deviation (MAD) | 118.46149 |
| Skewness | 4.450883 |
| Sum | 810790.36 |
| Variance | 2070033.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 205 | 5 | 0.4% |
| 642 | 5 | 0.4% |
| 128 | 4 | 0.3% |
| 257 | 4 | 0.3% |
| 342 | 4 | 0.3% |
| 204 | 4 | 0.3% |
| 781 | 4 | 0.3% |
| 8 | 4 | 0.3% |
| 14 | 4 | 0.3% |
| 187 | 3 | 0.2% |
| Other values (1224) | 1367 |
| Value | Count | Frequency (%) |
| 3 | 3 | |
| 4 | 1 | 0.1% |
| 4.634 | 1 | 0.1% |
| 4.73954 | 1 | 0.1% |
| 4.7527 | 1 | 0.1% |
| 5 | 3 | |
| 5.05806 | 1 | 0.1% |
| 5.14026 | 1 | 0.1% |
| 5.18142 | 1 | 0.1% |
| 5.21822 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 13173 | 1 | |
| 12292 | 1 | |
| 10056 | 1 | |
| 9528 | 1 | |
| 9420 | 1 | |
| 9111 | 1 | |
| 8958 | 1 | |
| 8388 | 1 | |
| 8283 | 1 | |
| 8268 | 1 |
TLR1
Real number (ℝ)
| Distinct | 1233 |
|---|---|
| Distinct (%) | 87.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 379.68498 |
| Minimum | 0 |
|---|---|
| Maximum | 3902 |
| Zeros | 6 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.8684006 |
| Q1 | 10.82186 |
| median | 52 |
| Q3 | 700.25 |
| 95-th percentile | 1424.9 |
| Maximum | 3902 |
| Range | 3902 |
| Interquartile range (IQR) | 689.42814 |
Descriptive statistics
| Standard deviation | 531.10171 |
|---|---|
| Coefficient of variation (CV) | 1.3987957 |
| Kurtosis | 2.7039337 |
| Mean | 379.68498 |
| Median Absolute Deviation (MAD) | 46.320492 |
| Skewness | 1.5966889 |
| Sum | 534596.45 |
| Variance | 282069.03 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 35 | 7 | 0.5% |
| 58 | 6 | 0.4% |
| 0 | 6 | 0.4% |
| 29 | 5 | 0.4% |
| 27 | 4 | 0.3% |
| 275 | 4 | 0.3% |
| 42 | 4 | 0.3% |
| 32 | 4 | 0.3% |
| 812 | 3 | 0.2% |
| 512 | 3 | 0.2% |
| Other values (1223) | 1362 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 1 | 2 | 0.1% |
| 2 | 1 | 0.1% |
| 3 | 2 | 0.1% |
| 3.494017613 | 1 | 0.1% |
| 3.7 | 1 | 0.1% |
| 3.916544231 | 1 | 0.1% |
| 3.983130431 | 1 | 0.1% |
| 4 | 2 | 0.1% |
| 4.167650655 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 3902 | 1 | |
| 2645 | 1 | |
| 2642 | 1 | |
| 2575 | 1 | |
| 2571 | 1 | |
| 2488 | 1 | |
| 2370 | 1 | |
| 2308 | 1 | |
| 2248 | 1 | |
| 2242 | 1 |
IL1B
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1142 |
|---|---|
| Distinct (%) | 81.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 248.72533 |
| Minimum | 0 |
|---|---|
| Maximum | 3050.831 |
| Zeros | 15 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.2667794 |
| Q1 | 7.792305 |
| median | 12.478381 |
| Q3 | 449.25 |
| 95-th percentile | 978 |
| Maximum | 3050.831 |
| Range | 3050.831 |
| Interquartile range (IQR) | 441.4577 |
Descriptive statistics
| Standard deviation | 370.11777 |
|---|---|
| Coefficient of variation (CV) | 1.4880582 |
| Kurtosis | 6.5088644 |
| Mean | 248.72533 |
| Median Absolute Deviation (MAD) | 9.3862888 |
| Skewness | 2.1189552 |
| Sum | 350205.26 |
| Variance | 136987.17 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 15 | 1.1% |
| 7 | 13 | 0.9% |
| 4 | 9 | 0.6% |
| 1 | 9 | 0.6% |
| 13 | 9 | 0.6% |
| 2 | 8 | 0.6% |
| 12 | 8 | 0.6% |
| 3 | 8 | 0.6% |
| 6 | 7 | 0.5% |
| 8 | 6 | 0.4% |
| Other values (1132) | 1316 |
| Value | Count | Frequency (%) |
| 0 | 15 | |
| 1 | 9 | |
| 1.1 | 1 | 0.1% |
| 2 | 8 | |
| 2.3 | 1 | 0.1% |
| 2.849719878 | 1 | 0.1% |
| 2.900108169 | 1 | 0.1% |
| 2.942933824 | 1 | 0.1% |
| 2.946351365 | 1 | 0.1% |
| 2.977709634 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 3050.831 | 1 | |
| 2483.771 | 1 | |
| 2249 | 1 | |
| 2136.71 | 1 | |
| 2123 | 1 | |
| 2100.553 | 1 | |
| 1938.524 | 1 | |
| 1891 | 1 | |
| 1858 | 1 | |
| 1807.944 | 1 |
Outcomes
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.1 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1408 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 892 | |
| 0 | 516 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 892 | |
| 0 | 516 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 892 | |
| 0 | 516 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1408 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 892 | |
| 0 | 516 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1408 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 892 | |
| 0 | 516 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1408 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 892 | |
| 0 | 516 |
| CIITA | CD244 | SLC22A4 | NFKBIL1 | IL10 | IL6 | TNF | CD86 | IRF8 | CRP | IL6ST | TLR1 | IL1B | Outcomes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CIITA | 1.000 | 0.833 | 0.713 | 0.833 | 0.048 | -0.120 | 0.399 | 0.847 | 0.877 | -0.644 | 0.787 | 0.883 | 0.725 | 0.111 |
| CD244 | 0.833 | 1.000 | 0.794 | 0.827 | 0.055 | -0.177 | 0.289 | 0.861 | 0.841 | -0.584 | 0.700 | 0.850 | 0.825 | 0.298 |
| SLC22A4 | 0.713 | 0.794 | 1.000 | 0.829 | 0.024 | -0.100 | 0.242 | 0.751 | 0.766 | -0.406 | 0.606 | 0.839 | 0.770 | 0.125 |
| NFKBIL1 | 0.833 | 0.827 | 0.829 | 1.000 | 0.194 | 0.052 | 0.394 | 0.868 | 0.851 | -0.399 | 0.677 | 0.840 | 0.782 | 0.155 |
| IL10 | 0.048 | 0.055 | 0.024 | 0.194 | 1.000 | 0.455 | 0.355 | 0.271 | 0.163 | 0.270 | 0.088 | -0.011 | 0.139 | 0.103 |
| IL6 | -0.120 | -0.177 | -0.100 | 0.052 | 0.455 | 1.000 | 0.356 | 0.062 | 0.005 | 0.567 | -0.195 | -0.213 | -0.065 | 0.043 |
| TNF | 0.399 | 0.289 | 0.242 | 0.394 | 0.355 | 0.356 | 1.000 | 0.452 | 0.374 | -0.010 | 0.331 | 0.303 | 0.291 | 0.140 |
| CD86 | 0.847 | 0.861 | 0.751 | 0.868 | 0.271 | 0.062 | 0.452 | 1.000 | 0.912 | -0.449 | 0.724 | 0.812 | 0.805 | 0.164 |
| IRF8 | 0.877 | 0.841 | 0.766 | 0.851 | 0.163 | 0.005 | 0.374 | 0.912 | 1.000 | -0.525 | 0.777 | 0.822 | 0.785 | 0.166 |
| CRP | -0.644 | -0.584 | -0.406 | -0.399 | 0.270 | 0.567 | -0.010 | -0.449 | -0.525 | 1.000 | -0.641 | -0.633 | -0.470 | 0.000 |
| IL6ST | 0.787 | 0.700 | 0.606 | 0.677 | 0.088 | -0.195 | 0.331 | 0.724 | 0.777 | -0.641 | 1.000 | 0.719 | 0.604 | 0.166 |
| TLR1 | 0.883 | 0.850 | 0.839 | 0.840 | -0.011 | -0.213 | 0.303 | 0.812 | 0.822 | -0.633 | 0.719 | 1.000 | 0.833 | 0.170 |
| IL1B | 0.725 | 0.825 | 0.770 | 0.782 | 0.139 | -0.065 | 0.291 | 0.805 | 0.785 | -0.470 | 0.604 | 0.833 | 1.000 | 0.287 |
| Outcomes | 0.111 | 0.298 | 0.125 | 0.155 | 0.103 | 0.043 | 0.140 | 0.164 | 0.166 | 0.000 | 0.166 | 0.170 | 0.287 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| CIITA | CD244 | SLC22A4 | NFKBIL1 | IL10 | IL6 | TNF | CD86 | IRF8 | CRP | IL6ST | TLR1 | IL1B | Outcomes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 726.0 | 338.0 | 206.0 | 80.0 | 7.0 | 2.0 | 0.0 | 373.0 | 482.0 | 0.0 | 426.0 | 930.0 | 763.0 | 1 |
| 1 | 774.0 | 229.0 | 114.0 | 43.0 | 2.0 | 3.0 | 0.0 | 271.0 | 650.0 | 0.0 | 630.0 | 666.0 | 354.0 | 0 |
| 2 | 1709.0 | 705.0 | 601.0 | 149.0 | 3.0 | 4.0 | 0.0 | 591.0 | 1042.0 | 0.0 | 930.0 | 1671.0 | 1000.0 | 1 |
| 3 | 847.0 | 487.0 | 83.0 | 113.0 | 2.0 | 4.0 | 0.0 | 464.0 | 1081.0 | 0.0 | 749.0 | 509.0 | 354.0 | 0 |
| 4 | 288.0 | 317.0 | 188.0 | 68.0 | 6.0 | 0.0 | 0.0 | 358.0 | 358.0 | 0.0 | 315.0 | 659.0 | 691.0 | 1 |
| 5 | 579.0 | 413.0 | 101.0 | 81.0 | 0.0 | 1.0 | 0.0 | 407.0 | 678.0 | 0.0 | 704.0 | 508.0 | 381.0 | 0 |
| 6 | 1004.0 | 415.0 | 158.0 | 97.0 | 0.0 | 0.0 | 0.0 | 661.0 | 665.0 | 0.0 | 465.0 | 753.0 | 446.0 | 1 |
| 7 | 992.0 | 352.0 | 144.0 | 62.0 | 1.0 | 2.0 | 0.0 | 304.0 | 678.0 | 0.0 | 1085.0 | 661.0 | 404.0 | 0 |
| 8 | 585.0 | 278.0 | 77.0 | 58.0 | 1.0 | 0.0 | 0.0 | 408.0 | 397.0 | 0.0 | 770.0 | 491.0 | 430.0 | 1 |
| 9 | 938.0 | 262.0 | 152.0 | 73.0 | 0.0 | 1.0 | 0.0 | 522.0 | 776.0 | 0.0 | 922.0 | 742.0 | 488.0 | 0 |
| CIITA | CD244 | SLC22A4 | NFKBIL1 | IL10 | IL6 | TNF | CD86 | IRF8 | CRP | IL6ST | TLR1 | IL1B | Outcomes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1398 | 590.0 | 97.0 | 10.0 | 30.0 | 5.0 | 7.0 | 178.0 | 217.0 | 320.0 | 2.0 | 477.0 | 85.0 | 113.0 | 0 |
| 1399 | 525.0 | 125.0 | 29.0 | 23.0 | 14.0 | 1.0 | 198.0 | 348.0 | 342.0 | 2.0 | 204.0 | 111.0 | 250.0 | 0 |
| 1400 | 1210.0 | 174.0 | 10.0 | 22.0 | 35.0 | 5.0 | 79.0 | 359.0 | 445.0 | 0.0 | 328.0 | 82.0 | 255.0 | 0 |
| 1401 | 1773.0 | 144.0 | 8.0 | 19.0 | 2.0 | 9.0 | 63.0 | 136.0 | 517.0 | 0.0 | 430.0 | 81.0 | 133.0 | 0 |
| 1402 | 1260.0 | 115.0 | 11.0 | 34.0 | 35.0 | 15.0 | 225.0 | 479.0 | 680.0 | 0.0 | 128.0 | 111.0 | 228.0 | 0 |
| 1403 | 892.0 | 159.0 | 37.0 | 21.0 | 15.0 | 2.0 | 58.0 | 207.0 | 423.0 | 0.0 | 387.0 | 113.0 | 59.0 | 0 |
| 1404 | 1295.0 | 181.0 | 23.0 | 29.0 | 34.0 | 3.0 | 181.0 | 374.0 | 598.0 | 0.0 | 218.0 | 167.0 | 344.0 | 0 |
| 1405 | 600.0 | 174.0 | 5.0 | 38.0 | 41.0 | 1.0 | 65.0 | 494.0 | 348.0 | 2.0 | 165.0 | 73.0 | 135.0 | 0 |
| 1406 | 414.0 | 122.0 | 10.0 | 31.0 | 68.0 | 0.0 | 115.0 | 216.0 | 415.0 | 0.0 | 146.0 | 27.0 | 40.0 | 0 |
| 1407 | 1145.0 | 239.0 | 14.0 | 39.0 | 10.0 | 2.0 | 269.0 | 505.0 | 613.0 | 0.0 | 212.0 | 119.0 | 248.0 | 0 |